{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Exploring Beat Frequencies using the `Audio` Object"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This example uses the `Audio` object and Matplotlib to explore the phenomenon of beat frequencies."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "%matplotlib inline\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      ":0: FutureWarning: IPython widgets are experimental and may change in the future.\n"
     ]
    }
   ],
   "source": [
    "from ipywidgets import interactive\n",
    "from IPython.display import Audio, display\n",
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "collapsed": false
   },
   "outputs": [],
   "source": [
    "def beat_freq(f1=220.0, f2=224.0):\n",
    "    max_time = 3\n",
    "    rate = 8000\n",
    "    times = np.linspace(0,max_time,rate*max_time)\n",
    "    signal = np.sin(2*np.pi*f1*times) + np.sin(2*np.pi*f2*times)\n",
    "    print(f1, f2, abs(f1-f2))\n",
    "    display(Audio(data=signal, rate=rate))\n",
    "    return signal"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "220.0 224.0 4.0\n"
     ]
    },
    {
     "data": {
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\" type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "v = interactive(beat_freq, f1=(200.0,300.0), f2=(200.0,300.0))\n",
    "display(v)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'f1': 220.0, 'f2': 224.0}"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "v.kwargs"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "collapsed": false
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "255.0 260.0 5.0\n"
     ]
    },
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio controls=\"controls\" >\n",
       "                    <source 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type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "[<matplotlib.lines.Line2D at 0x7fbde2a61860>]"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
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       "cSkAAAAASUVORK5CYII=\n"
      ],
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fbde2cb8668>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "f1, f2 = v.children\n",
    "f1.value = 255\n",
    "f2.value = 260\n",
    "plt.plot(v.result[0:6000])"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.4.3"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 0
}
